Radiographic inspection system for pipes and other structures and material loss estimation
Some embodiments include a radiographic inspection system, comprising: a drive mechanism configured to move along a structure; a detector attached to the drive mechanism; a radiation source attached to the drive mechanism and positionable relative to the detector such that a width of the structure casts a radiation shadow on an active area of the detector; and control logic coupled to the detector and configured to: receive an image from the detector; generate side wall loss information based on the image; and generate bottom wall loss information based on the image.
1. A method, comprising:
acquiring an image of a structure;
filtering the image of the structure to generate a filtered image;
normalizing the image based on the filtered image to generate a normalized image; and
scaling the normalized image based on a transfer function associated with the structure.
2. The method of claim 1 , further comprising generating the transfer function based on attributes of the structure.
3. The method of claim 2 , wherein generating the transfer function comprises:
acquiring normalized images of known defects in structures with at least one different attribute; and
generating the transfer function based on the normalized images;
wherein scaling the normalized image based on the transfer function associated with the structure comprises providing the at least one attribute of the structure as an input to the transfer function.
4. The method of claim 1 , wherein scaling the normalized image based on the transfer function associated with the structure comprises:
scaling the normalized image based on a top wall transfer function; and
scaling the normalized image based on a bottom wall transfer function.
5. The method of claim 1 , wherein acquiring the image of the structure comprises:
acquiring the image of the structure including a width of the structure.
6. The method of claim 1 , wherein filtering the image of the structure to generate the filtered image comprises applying a non-linear digital filter to the image of the structure.
7. The method of claim 6 , further comprising selecting a size of a kernel of the non-linear digital filter based on the structure.
8. The method of claim 6 , further comprising selecting a size of a kernel of the non-linear digital filter based on an expected largest defect.
9. The method of claim 6 , wherein normalizing the image based on the filtered image comprises dividing the image by the filtered image and subtracting the filtered image to generate the normalized image.
10. The method of claim 1 , further comprising converting the scaled normalized image into a material loss estimate image indicating wall loss greater than a predetermined threshold.
11. The method of claim 1 , wherein:
filtering the image of the structure to generate a filtered image comprises filtering a subset of the image; and
normalizing the image based on the filtered image to generate a normalized image comprises normalizing the subset of the image based on the filtered image to generate the normalized image.
12. A system, comprising:
a radiation source;
a detector positionable to receive the radiation with a structure disposed between the radiation source and the detector; and
control logic configured to:
acquire an image of the structure using the detector;
filter the image of the structure to generate a filtered image;
normalize the image based on the filtered image to generate a normalized image; and
scale the normalized image based on a transfer function associated with the structure.
13. The system of claim 12 , wherein the control logic is further configured to generate the transfer function based on attributes of the structure.
14. The system of claim 12 , wherein the control logic is further configured to:
acquire the image of the structure including a width of the structure.
15. The system of claim 12 , wherein the control logic is further configured to apply a non-linear digital filter to the image of the structure.
16. The system of claim 15 , wherein the control logic is further configured to select a size of a kernel of the non-linear digital filter based on at least one of the structure and an expected largest defect.
17. The system of claim 15 , wherein the control logic is further configured to divide the image by the filtered image and subtract the filtered image to generate the normalized image.
18. The system of claim 12 , wherein the control logic is further configured to convert the scaled normalized image into a material loss estimate image indicating wall loss greater than a predetermined threshold.
19. A system, comprising:
means for acquiring an image of a structure;
means for filtering the image of the structure to generate a filtered image;
means for normalizing the image based on the filtered image to generate a normalized image; and
means for scaling the normalized image based on a transfer function associated with the structure.
20. The system of 19 , wherein the means for normalizing the image comprises means for dividing the image by the filtered image and subtracting the filtered image to generate the normalized image.